Automated radiotherapy treatment planning

KL Moore - Seminars in radiation oncology, 2019 - Elsevier
The “treatment planning” component of managing a radiotherapy patient currently consumes
hours, even days, of human effort. The time and workforce demands of the current planning …

Feasibility of atlas-based active bone marrow sparing intensity modulated radiation therapy for cervical cancer

N Li, SS Noticewala, CW Williamson, H Shen… - Radiotherapy and …, 2017 - Elsevier
Background To test the hypothesis that atlas-based active bone marrow (ABM)-sparing
intensity modulated radiation therapy (IMRT) yields similar dosimetric results compared to …

ORBIT-RT: a real-time, open platform for knowledge-based quality control of radiotherapy treatment planning

BM Covele, KS Puri, K Kallis, JD Murphy… - JCO Clinical Cancer …, 2021 - ascopubs.org
PURPOSE Access to knowledge-based treatment plan quality control has been hindered by
the complexity of developing models and integration with different treatment planning …

A practical method to quantify knowledge‐based DVH prediction accuracy and uncertainty with reference cohorts

BM Covele, CJ Carroll, KL Moore - Journal of Applied Clinical …, 2021 - Wiley Online Library
The adoption of knowledge‐based dose‐volume histogram (DVH) prediction models for
assessing organ‐at‐risk (OAR) sparing in radiotherapy necessitates quantification of …